Yijun Yang (stevenyangyj)

stevenyangyj

Geek Repo

Company:University of Technology Sydney

Location:Sydney, Australia; Shenzhen, China

Home Page:https://scholar.google.com/citations?user=X0quXnsAAAAJ&hl=en

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Yijun Yang's repositories

deep-head-pose-lite

A lite-version hopenet for head pose estimation with PyTorch

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Emma-Alfworld

Official code for the paper: Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld

CoTASP

Official code for the paper: Continual Task Allocation in Meta-Policy Network via Sparse Prompting

P3

Official code for the paper: Pareto Policy Pool for Model-based Offline Reinforcement Learning

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songs_album

主要是唱片

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alfworld-v2

ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

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ARS

An implementation of the Augmented Random Search algorithm

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CPPN-WGAN

Generative Art Experiments

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DeepCF

DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System

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EMO-2019

The codes, data and figures for paper submitted to EMO-2019

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imp

infinite mixture prototypes for few-shot learning

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jaxrl

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

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MADRL

Repo containing code for multi-agent deep reinforcement learning (MADRL).

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Maze-Solving-using-A-star-algorithm

In this repository, I have made a maze solving system. The system takes in input of an maze using a camera. This Image is converted into a grid. It lets you find the shortest path between any two points

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metaworld

An open source robotics benchmark for meta- and multi-task reinforcement learning

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pg-is-all-you-need

Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.

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practicalAI

📚A practical approach to learning and using machine learning.

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PyTorch-RL

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

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reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

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RLlearning

The exercising code and some algorithms implementation for the text book "Reinforcement Learning: An Introduction"

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SMTO

Codes for stochastic multimodal trajectory optimization (SMTO)

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som

Pytorch implementation of a Self-Organizing Map

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stevenyangyj.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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svo-intersection

Simulation and code for a socially-compliant intersection manager that coordinates human and autonomous vehicles on the road.

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Test-Functions-for-Optimization

A test function set for optimization in Python 3.x

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